Table Data - All Employees: Professional and Business Services in Baltimore-Columbia-Towson, MD (MSA)
| Title | All Employees: Professional and Business Services in Baltimore-Columbia-Towson, MD (MSA) |
|---|---|
| Series ID | BALT524PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-07-01 |
| Last Updated | 2026-08-21 7:46 PM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 120.740521772863 |
| 1990-02-01 | 121.591307371291 |
| 1990-03-01 | 122.118709837296 |
| 1990-04-01 | 123.195903810402 |
| 1990-05-01 | 123.504931258221 |
| 1990-06-01 | 123.898193067867 |
| 1990-07-01 | 124.160129461199 |
| 1990-08-01 | 124.335475267883 |
| 1990-09-01 | 124.746923882370 |
| 1990-10-01 | 120.567259407107 |
| 1990-11-01 | 121.095623931612 |
| 1990-12-01 | 120.812457515601 |
| 1991-01-01 | 120.584364363373 |
| 1991-02-01 | 119.982331929472 |
| 1991-03-01 | 119.198116668932 |
| 1991-04-01 | 118.427730806885 |
| 1991-05-01 | 118.212671875837 |
| 1991-06-01 | 118.693806832396 |
| 1991-07-01 | 117.463532754586 |
| 1991-08-01 | 117.308505370349 |
| 1991-09-01 | 117.277276360170 |
| 1991-10-01 | 116.565934905298 |
| 1991-11-01 | 117.072540129861 |
| 1991-12-01 | 117.288360629272 |
| 1992-01-01 | 117.058688924166 |
| 1992-02-01 | 117.102858948930 |
| 1992-03-01 | 116.215339646618 |
| 1992-04-01 | 115.164440934417 |
| 1992-05-01 | 114.547445143223 |
| 1992-06-01 | 114.136673111064 |
| 1992-07-01 | 114.631220619786 |
| 1992-08-01 | 114.651282099286 |
| 1992-09-01 | 114.953674456601 |
| 1992-10-01 | 116.553635074101 |
| 1992-11-01 | 115.486053503615 |
| 1992-12-01 | 115.228798088530 |
| 1993-01-01 | 116.180228736278 |
| 1993-02-01 | 116.342793207615 |
| 1993-03-01 | 115.261865621546 |
| 1993-04-01 | 118.876556457612 |
| 1993-05-01 | 119.557523907964 |
| 1993-06-01 | 119.386301188565 |
| 1993-07-01 | 120.218215824018 |
| 1993-08-01 | 119.729987672005 |
| 1993-09-01 | 120.269648412889 |
| 1993-10-01 | 120.688358504324 |
| 1993-11-01 | 121.043402586385 |
| 1993-12-01 | 121.230822982837 |
| 1994-01-01 | 119.228012941665 |
| 1994-02-01 | 120.313756212677 |
| 1994-03-01 | 120.989557321637 |
| 1994-04-01 | 121.580177692622 |
| 1994-05-01 | 122.159249986605 |
| 1994-06-01 | 122.691629649863 |
| 1994-07-01 | 123.286008997923 |
| 1994-08-01 | 123.371375932680 |
| 1994-09-01 | 124.544026359782 |
| 1994-10-01 | 122.238736972956 |
| 1994-11-01 | 123.541447427584 |
| 1994-12-01 | 124.196626998632 |
| 1995-01-01 | 128.319230302460 |
| 1995-02-01 | 129.093007616832 |
| 1995-03-01 | 127.867257901739 |
| 1995-04-01 | 125.850562309576 |
| 1995-05-01 | 125.975584109014 |
| 1995-06-01 | 125.869174417712 |
| 1995-07-01 | 124.829509789855 |
| 1995-08-01 | 125.453845512372 |
| 1995-09-01 | 125.781745758379 |
| 1995-10-01 | 126.352168705011 |
| 1995-11-01 | 127.066663930044 |
| 1995-12-01 | 128.176371651748 |
| 1996-01-01 | 124.619136673933 |
| 1996-02-01 | 129.716960170904 |
| 1996-03-01 | 130.401767366048 |
| 1996-04-01 | 131.558476668217 |
| 1996-05-01 | 132.233133266749 |
| 1996-06-01 | 132.529105016350 |
| 1996-07-01 | 133.097550156232 |
| 1996-08-01 | 134.612304138866 |
| 1996-09-01 | 134.836127930660 |
| 1996-10-01 | 135.047330148581 |
| 1996-11-01 | 136.023285813055 |
| 1996-12-01 | 135.451818413707 |
| 1997-01-01 | 136.921893150472 |
| 1997-02-01 | 138.357842849393 |
| 1997-03-01 | 139.764642405615 |
| 1997-04-01 | 141.320246923461 |
| 1997-05-01 | 142.415133271779 |
| 1997-06-01 | 143.270691712380 |
| 1997-07-01 | 144.391025502643 |
| 1997-08-01 | 144.860888721015 |
| 1997-09-01 | 145.947018050072 |
| 1997-10-01 | 148.135651501812 |
| 1997-11-01 | 148.792028357554 |
| 1997-12-01 | 149.534434959090 |
| 1998-01-01 | 144.151183784318 |
| 1998-02-01 | 145.074690002142 |
| 1998-03-01 | 145.294788054934 |
| 1998-04-01 | 144.913833828437 |
| 1998-05-01 | 145.441830825639 |
| 1998-06-01 | 147.413468815479 |
| 1998-07-01 | 149.593119309194 |
| 1998-08-01 | 150.710034330291 |
| 1998-09-01 | 151.889433233878 |
| 1998-10-01 | 152.283202312734 |
| 1998-11-01 | 153.095158773081 |
| 1998-12-01 | 153.855920602662 |
| 1999-01-01 | 152.239926080143 |
| 1999-02-01 | 154.678075430048 |
| 1999-03-01 | 156.110935500440 |
| 1999-04-01 | 160.268482235391 |
| 1999-05-01 | 160.802435765400 |
| 1999-06-01 | 162.143502927812 |
| 1999-07-01 | 162.240978895920 |
| 1999-08-01 | 161.767272107446 |
| 1999-09-01 | 163.960449779819 |
| 1999-10-01 | 167.333227314180 |
| 1999-11-01 | 167.178236830970 |
| 1999-12-01 | 168.400683456956 |
| 2000-01-01 | 166.526957287112 |
| 2000-02-01 | 167.570095097183 |
| 2000-03-01 | 169.841281821975 |
| 2000-04-01 | 173.638454818765 |
| 2000-05-01 | 173.028171187213 |
| 2000-06-01 | 174.260048847940 |
| 2000-07-01 | 173.583839281193 |
| 2000-08-01 | 174.851423609208 |
| 2000-09-01 | 175.059393894103 |
| 2000-10-01 | 175.493958791958 |
| 2000-11-01 | 175.339944915612 |
| 2000-12-01 | 175.072054485549 |
| 2001-01-01 | 178.876837498588 |
| 2001-02-01 | 179.554059883224 |
| 2001-03-01 | 179.250455740246 |
| 2001-04-01 | 178.348025159495 |
| 2001-05-01 | 178.421472876490 |
| 2001-06-01 | 177.407878877669 |
| 2001-07-01 | 179.640076706824 |
| 2001-08-01 | 179.382016315613 |
| 2001-09-01 | 178.647754483102 |
| 2001-10-01 | 176.698828190754 |
| 2001-11-01 | 178.128060913290 |
| 2001-12-01 | 177.100977998554 |
| 2002-01-01 | 176.361337237102 |
| 2002-02-01 | 176.657517618928 |
| 2002-03-01 | 176.952114721486 |
| 2002-04-01 | 175.233878266573 |
| 2002-05-01 | 175.432237464924 |
| 2002-06-01 | 175.443965069766 |
| 2002-07-01 | 175.018907667635 |
| 2002-08-01 | 176.198997663890 |
| 2002-09-01 | 175.203648640862 |
| 2002-10-01 | 174.511151953362 |
| 2002-11-01 | 174.689102770755 |
| 2002-12-01 | 174.409599301772 |
| 2003-01-01 | 174.070676044957 |
| 2003-02-01 | 171.649296893330 |
| 2003-03-01 | 172.268303654073 |
| 2003-04-01 | 175.021301541784 |
| 2003-05-01 | 174.332655935806 |
| 2003-06-01 | 174.237511121334 |
| 2003-07-01 | 171.987946851700 |
| 2003-08-01 | 173.586466340021 |
| 2003-09-01 | 174.785414494508 |
| 2003-10-01 | 176.820860656275 |
| 2003-11-01 | 176.392773162934 |
| 2003-12-01 | 176.920685592778 |
| 2004-01-01 | 176.866489947015 |
| 2004-02-01 | 177.042117462252 |
| 2004-03-01 | 177.766750261904 |
| 2004-04-01 | 177.050614396165 |
| 2004-05-01 | 177.707329361239 |
| 2004-06-01 | 178.995725021975 |
| 2004-07-01 | 180.156669704927 |
| 2004-08-01 | 180.092209595673 |
| 2004-09-01 | 179.985698558983 |
| 2004-10-01 | 181.533733190861 |
| 2004-11-01 | 181.861839680510 |
| 2004-12-01 | 181.782616874256 |
| 2005-01-01 | 182.791412511650 |
| 2005-02-01 | 183.626638816448 |
| 2005-03-01 | 184.080051173558 |
| 2005-04-01 | 184.243115642627 |
| 2005-05-01 | 184.393704713660 |
| 2005-06-01 | 184.263406077878 |
| 2005-07-01 | 184.275815787344 |
| 2005-08-01 | 184.492539502407 |
| 2005-09-01 | 185.832059657518 |
| 2005-10-01 | 184.467747872583 |
| 2005-11-01 | 184.299095777617 |
| 2005-12-01 | 183.914259938181 |
| 2006-01-01 | 187.217246354943 |
| 2006-02-01 | 188.394421390266 |
| 2006-03-01 | 189.359050198278 |
| 2006-04-01 | 189.849875162713 |
| 2006-05-01 | 189.977133373223 |
| 2006-06-01 | 190.222474444930 |
| 2006-07-01 | 190.459464303259 |
| 2006-08-01 | 190.285576460861 |
| 2006-09-01 | 190.581751365701 |
| 2006-10-01 | 190.722426884130 |
| 2006-11-01 | 190.819472569729 |
| 2006-12-01 | 191.391812821351 |
| 2007-01-01 | 190.998878787605 |
| 2007-02-01 | 191.036110740287 |
| 2007-03-01 | 191.417863842558 |
| 2007-04-01 | 192.153859502217 |
| 2007-05-01 | 191.883994358928 |
| 2007-06-01 | 192.605850662719 |
| 2007-07-01 | 191.901347368510 |
| 2007-08-01 | 192.883146503897 |
| 2007-09-01 | 193.573911374843 |
| 2007-10-01 | 193.721165186665 |
| 2007-11-01 | 194.815128306542 |
| 2007-12-01 | 195.097380164713 |
| 2008-01-01 | 195.896994561345 |
| 2008-02-01 | 196.154966188368 |
| 2008-03-01 | 195.946270413584 |
| 2008-04-01 | 195.567685319497 |
| 2008-05-01 | 195.884679513490 |
| 2008-06-01 | 194.755126741511 |
| 2008-07-01 | 194.790027046354 |
| 2008-08-01 | 194.639116685126 |
| 2008-09-01 | 193.498103957812 |
| 2008-10-01 | 192.409241471303 |
| 2008-11-01 | 190.440472836981 |
| 2008-12-01 | 188.794026084666 |
| 2009-01-01 | 187.074153078909 |
| 2009-02-01 | 185.446359234719 |
| 2009-03-01 | 183.858692026731 |
| 2009-04-01 | 183.581014663945 |
| 2009-05-01 | 183.154108700423 |
| 2009-06-01 | 183.408618517675 |
| 2009-07-01 | 183.617839632526 |
| 2009-08-01 | 183.423282297617 |
| 2009-09-01 | 183.291402424171 |
| 2009-10-01 | 183.339215301575 |
| 2009-11-01 | 182.908959542860 |
| 2009-12-01 | 183.232495364092 |
| 2010-01-01 | 183.387775428999 |
| 2010-02-01 | 181.340788078511 |
| 2010-03-01 | 184.639420402964 |
| 2010-04-01 | 185.109151576043 |
| 2010-05-01 | 185.230188583211 |
| 2010-06-01 | 186.950124889289 |
| 2010-07-01 | 185.578015421065 |
| 2010-08-01 | 185.738588650163 |
| 2010-09-01 | 185.666214020887 |
| 2010-10-01 | 188.199268421556 |
| 2010-11-01 | 187.695978677853 |
| 2010-12-01 | 188.548007448539 |
| 2011-01-01 | 189.327738635967 |
| 2011-02-01 | 189.838952428259 |
| 2011-03-01 | 190.731168308581 |
| 2011-04-01 | 193.249802174651 |
| 2011-05-01 | 194.241504102129 |
| 2011-06-01 | 195.336969898652 |
| 2011-07-01 | 197.363236592846 |
| 2011-08-01 | 197.949253246344 |
| 2011-09-01 | 199.695178883227 |
| 2011-10-01 | 201.198089459015 |
| 2011-11-01 | 202.431848991428 |
| 2011-12-01 | 204.041896664977 |
| 2012-01-01 | 205.430308781384 |
| 2012-02-01 | 205.602638599259 |
| 2012-03-01 | 206.526156848205 |
| 2012-04-01 | 205.172828079346 |
| 2012-05-01 | 207.321505054307 |
| 2012-06-01 | 207.500332650585 |
| 2012-07-01 | 207.053650690041 |
| 2012-08-01 | 209.201826968588 |
| 2012-09-01 | 210.636489950609 |
| 2012-10-01 | 210.723173695892 |
| 2012-11-01 | 212.102762135161 |
| 2012-12-01 | 212.559306339260 |
| 2013-01-01 | 213.308752558709 |
| 2013-02-01 | 214.897420882211 |
| 2013-03-01 | 216.478400397372 |
| 2013-04-01 | 213.681291910770 |
| 2013-05-01 | 215.039796048622 |
| 2013-06-01 | 216.705306023057 |
| 2013-07-01 | 216.014868163322 |
| 2013-08-01 | 217.167239860222 |
| 2013-09-01 | 217.807119337636 |
| 2013-10-01 | 217.620662453840 |
| 2013-11-01 | 218.627132475612 |
| 2013-12-01 | 217.931267737169 |
| 2014-01-01 | 218.696899131836 |
| 2014-02-01 | 219.652880756203 |
| 2014-03-01 | 220.631347491302 |
| 2014-04-01 | 221.613895353214 |
| 2014-05-01 | 222.496269424531 |
| 2014-06-01 | 222.758655465664 |
| 2014-07-01 | 223.007812202787 |
| 2014-08-01 | 222.633279503695 |
| 2014-09-01 | 222.276234645799 |
| 2014-10-01 | 223.006977838024 |
| 2014-11-01 | 222.248564986300 |
| 2014-12-01 | 223.460378020855 |
| 2015-01-01 | 222.983139263251 |
| 2015-02-01 | 223.935831586459 |
| 2015-03-01 | 224.205874106159 |
| 2015-04-01 | 225.176116051282 |
| 2015-05-01 | 226.040864679301 |
| 2015-06-01 | 225.646185212846 |
| 2015-07-01 | 228.802568960847 |
| 2015-08-01 | 228.631892317508 |
| 2015-09-01 | 227.130102144877 |
| 2015-10-01 | 231.715297049516 |
| 2015-11-01 | 230.973381740883 |
| 2015-12-01 | 231.245737577878 |
| 2016-01-01 | 231.808921551068 |
| 2016-02-01 | 231.645799935462 |
| 2016-03-01 | 231.901468332701 |
| 2016-04-01 | 232.239159401512 |
| 2016-05-01 | 232.448627037553 |
| 2016-06-01 | 232.956691703676 |
| 2016-07-01 | 233.244466292932 |
| 2016-08-01 | 234.065783264183 |
| 2016-09-01 | 234.281087525211 |
| 2016-10-01 | 234.688291999076 |
| 2016-11-01 | 235.148733530515 |
| 2016-12-01 | 234.829158247717 |
| 2017-01-01 | 232.271243967873 |
| 2017-02-01 | 232.872500122727 |
| 2017-03-01 | 233.097858842367 |
| 2017-04-01 | 233.829445314765 |
| 2017-05-01 | 233.921775747027 |
| 2017-06-01 | 234.356679519080 |
| 2017-07-01 | 233.612321783070 |
| 2017-08-01 | 233.281568851093 |
| 2017-09-01 | 234.609221775424 |
| 2017-10-01 | 234.285084543168 |
| 2017-11-01 | 233.941033003248 |
| 2017-12-01 | 234.444344748545 |
| 2018-01-01 | 236.446197282283 |
| 2018-02-01 | 237.512431632527 |
| 2018-03-01 | 238.325330420725 |
| 2018-04-01 | 238.530237689572 |
| 2018-05-01 | 239.434101302364 |
| 2018-06-01 | 239.489574096138 |
| 2018-07-01 | 240.422521835585 |
| 2018-08-01 | 241.293598478210 |
| 2018-09-01 | 242.104650773064 |
| 2018-10-01 | 242.039315532270 |
| 2018-11-01 | 243.163396456500 |
| 2018-12-01 | 240.860727115315 |
| 2019-01-01 | 244.161455222588 |
| 2019-02-01 | 246.000284933378 |
| 2019-03-01 | 246.547738958320 |
| 2019-04-01 | 245.336485039557 |
| 2019-05-01 | 245.654932512536 |
| 2019-06-01 | 246.914767893905 |
| 2019-07-01 | 246.192313476282 |
| 2019-08-01 | 247.053798807487 |
| 2019-09-01 | 245.268172719580 |
| 2019-10-01 | 245.218208266101 |
| 2019-11-01 | 245.484701919172 |
| 2019-12-01 | 246.002793728915 |
| 2020-01-01 | 244.956126052252 |
| 2020-02-01 | 243.852363065657 |
| 2020-03-01 | 243.422850276346 |
| 2020-04-01 | 224.947519287890 |
| 2020-05-01 | 226.105806335075 |
| 2020-06-01 | 227.456762352160 |
| 2020-07-01 | 230.474831629873 |
| 2020-08-01 | 230.593428100535 |
| 2020-09-01 | 232.645081335387 |
| 2020-10-01 | 234.194746629912 |
| 2020-11-01 | 235.311297817761 |
| 2020-12-01 | 237.217369934122 |
| 2021-01-01 | 238.112079732456 |
| 2021-02-01 | 239.823275089229 |
| 2021-03-01 | 242.078537308106 |
| 2021-04-01 | 243.666349089041 |
| 2021-05-01 | 244.435265538706 |
| 2021-06-01 | 243.546518301178 |
| 2021-07-01 | 244.798611184539 |
| 2021-08-01 | 246.016671434636 |
| 2021-09-01 | 246.501089388716 |
| 2021-10-01 | 249.952182540283 |
| 2021-11-01 | 251.126705454412 |
| 2021-12-01 | 253.136279595079 |
| 2022-01-01 | 253.724664159775 |
| 2022-02-01 | 256.185525868099 |
| 2022-03-01 | 254.380344781570 |
| 2022-04-01 | 254.607379703611 |
| 2022-05-01 | 253.953124421662 |
| 2022-06-01 | 252.149912092470 |
| 2022-07-01 | 255.526554643545 |
| 2022-08-01 | 255.629853512269 |
| 2022-09-01 | 255.248556508783 |
| 2022-10-01 | 255.695757085876 |
| 2022-11-01 | 255.421099868364 |
| 2022-12-01 | 253.606437520665 |
| 2023-01-01 | 254.784515762685 |
| 2023-02-01 | 255.054885606276 |
| 2023-03-01 | 254.557818411571 |
| 2023-04-01 | 256.913511531566 |
| 2023-05-01 | 256.399545175875 |
| 2023-06-01 | 256.869431859299 |
| 2023-07-01 | 255.583454019006 |
| 2023-08-01 | 255.854033689641 |
| 2023-09-01 | 256.221423167632 |
| 2023-10-01 | 256.675984932003 |
| 2023-11-01 | 257.690786098504 |
| 2023-12-01 | 256.066618558572 |
| 2024-01-01 | 260.516448014541 |
| 2024-02-01 | 261.307724291857 |
| 2024-03-01 | 261.051119407961 |
| 2024-04-01 | 260.375729285014 |
| 2024-05-01 | 260.124974718696 |
| 2024-06-01 | 259.373197939422 |
| 2024-07-01 | 260.291463560174 |
| 2024-08-01 | 258.963610583256 |
| 2024-09-01 | 258.931077274712 |
| 2024-10-01 | 259.131563946403 |
| 2024-11-01 | 258.260752786934 |
| 2024-12-01 | 257.547391385661 |
| 2025-01-01 | 256.234093493586 |
| 2025-02-01 | 256.130785083190 |
| 2025-03-01 | 255.825769612631 |
| 2025-04-01 | 255.587743716135 |
| 2025-05-01 | 255.215712947978 |
| 2025-06-01 | 254.584500716508 |
| 2025-07-01 | 252.888157446359 |
| 2025-08-01 | 252.716960841119 |
| 2025-09-01 | 251.641742673251 |
| 2025-10-01 | 249.103147883817 |
| 2025-11-01 | 248.273249664666 |
| 2025-12-01 | 249.271616131978 |
| 2026-01-01 | 249.006158064722 |
| 2026-02-01 | 248.372744545123 |
| 2026-03-01 | 249.516747305446 |
| 2026-04-01 | 248.887336190267 |
| 2026-05-01 | 249.073434049493 |
| 2026-06-01 | 251.875245053039 |
| 2026-07-01 | 254.372633493476 |